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Descrizione
Code of Conduct
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Skill requirements
- Basic knowledge of Scala programming language
- Familiar with the architect of Apache Kyuubi
Background and Goals
In kyuubi.engine.share.level non-CONNECTION mode, how many engines the Kyuubi server starts is determined by kyuubi.engine.pool.size.
The engine selection policy is determined by kyuubi.engine.pool.selectPolicy. The default is RANDOM, which means randomly selecting a number within the engine pool size range and checking whether the engine corresponding to this number has been created. If not, create one.
When kyuubi.engine.pool.size is a relatively large value, it may randomly create many engines.
In addition, kyuubi.session.engine.idle.timeout configures a relatively large idle time, so that once the engine is created, it will be slower to release the engine.
This selection strategy is a bit of a waste of resources, especially since it takes a while to start the spark cluster mode.
Implementation steps
We can expose some information about the engine load in the Engine. When the server selects the engine, it will decide whether to use a new engine or reuse the old engine based on the load.
Additional context
Original reporter is @cxzl25
Introduction of https://github.com/apache/kyuubi/issues/6232